Adaptive and Intelligent Systems: Third International - download pdf or read online

By Abdelhamid Bouchachia (eds.)

ISBN-10: 331911297X

ISBN-13: 9783319112978

ISBN-10: 3319112988

ISBN-13: 9783319112985

This publication constitutes the court cases of the overseas convention on Adaptive and clever platforms, ICAIS 2014, held in Bournemouth, united kingdom, in September 2014. the nineteen complete papers integrated in those complaints including the abstracts of four invited talks, have been conscientiously reviewed and chosen from 32 submissions. The contributions are prepared less than the next topical sections: advances in function choice; clustering and category; adaptive optimization; advances in time sequence analysis.

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As soon as the transition probability and the emission probability matrices are estimated, and to rely on the initial parameters for the emission distributions. This would lead to less accurate models but may allow the use of a slightly larger number of visual-words. More investigation is needed to find an optimum between the number of words and the models’ accuracy needed. Even in this case, the number of words used will still be several orders lower usual dictionary sizes for this type of applications.

3951, pp. 404–417. Springer, Heidelberg (2006) 6. : Video google: A text retrieval approach to object matching in videos. In: IEEE International Conference on Computer Vision (ICCV), pp. 1470–1477 (2003) A Novel Method for Scene Categorization 39 7.

Classification is performed using nearest-neighbor (NN) and SVM classifiers. [22] makes use of fractal analysis to describe textures at different resolutions. The authors provide an interesting comparison of multifractal spectrum (MFS) and histograms. Their analysis shows that MFS overcomes the issue of the loss of spatial distribution information inherent to histograms by providing a multilayer aspect to key points count. In comparison, we propose to use series of histograms over image patches to help maintaining partial information about the spatial distribution of the key points (textons).

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Adaptive and Intelligent Systems: Third International Conference, ICAIS 2014, Bournemouth, UK, September 8-10, 2014. Proceedings by Abdelhamid Bouchachia (eds.)


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